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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Aether Lens | 7 | 5.88% | 100.0 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 32:45 | 24:25 | 29:46 | 33:24 | 33:49 | 39:53 | 04:03 | 03:00 |
 | Drum of Endurance | 15 | 12.61% | 98.3 | 73.33% | +34.87% | +1.67% | +1.67% | 0.00% | 26:59 | 13:02 | 22:44 | 26:18 | 31:03 | 39:55 | 08:19 | 06:09 |
 | Ring of Health | 26 | 21.85% | 96.6 | 61.54% | +23.91% | +9.89% | +5.13% | -0.43% | 36:38 | 26:28 | 30:36 | 36:00 | 41:35 | 53:35 | 10:59 | 08:08 |
 | Void Stone | 35 | 29.41% | 94.9 | 57.14% | +20.24% | -1.58% | -1.58% | 0.00% | 35:17 | 19:56 | 29:47 | 35:25 | 39:52 | 53:36 | 10:05 | 07:28 |
 | Wind Lace | 67 | 56.30% | 93.2 | 49.25% | +14.63% | -8.07% | -2.19% | 0.64% | 10:53 | -01:29 | 04:51 | 07:54 | 13:59 | 46:46 | 09:08 | 06:45 |
 | Force Staff | 71 | 59.66% | 91.5 | 47.89% | +12.47% | -3.45% | -14.56% | -1.55% | 25:18 | 14:07 | 20:47 | 24:49 | 27:57 | 58:53 | 07:10 | 05:18 |
 | Refresher Orb | 16 | 13.45% | 89.8 | 62.50% | +22.69% | +12.50% | +12.50% | 0.00% | 45:06 | 35:21 | 41:46 | 42:47 | 47:05 | 1:04:20 | 05:19 | 03:56 |
 | Ring of Protection | 10 | 8.40% | 88.1 | 70.00% | +29.63% | -3.33% | -20.00% | -0.87% | 21:42 | -01:29 | 11:17 | 18:51 | 30:32 | 1:02:55 | 19:15 | 14:15 |
 | Boots of Speed | 119 | 100.00% | 86.4 | 42.86% | +42.86% | +17.14% | -2.86% | -4.92% | 07:28 | -01:29 | 05:14 | 07:17 | 09:18 | 15:01 | 04:04 | 03:00 |
 | Magic Stick | 111 | 93.28% | 84.7 | 41.44% | -21.06% | +1.42% | +8.56% | 0.95% | 04:34 | -01:29 | -01:29 | 03:38 | 09:02 | 18:41 | 10:31 | 07:47 |
 | Ghost Scepter | 15 | 12.61% | 83.1 | 60.00% | +19.62% | -35.00% | +15.00% | 4.08% | 29:44 | 15:03 | 24:05 | 29:10 | 36:20 | 43:10 | 12:15 | 09:04 |
 | Fluffy Hat | 88 | 73.95% | 81.4 | 42.05% | -3.11% | +12.50% | +12.50% | 0.00% | 17:08 | -01:29 | 12:42 | 16:21 | 19:45 | 55:39 | 07:03 | 05:13 |
 | Crown | 25 | 21.01% | 79.7 | 52.00% | +11.57% | -2.00% | -2.00% | 0.00% | 18:42 | 09:39 | 13:04 | 16:56 | 20:35 | 54:54 | 07:31 | 05:34 |
 | Power Treads | 11 | 9.24% | 78.0 | 63.64% | +22.90% | -30.31% | +36.36% | 9.50% | 18:04 | 08:56 | 12:47 | 18:23 | 19:48 | 26:50 | 07:01 | 05:11 |
 | Magic Wand | 95 | 79.83% | 76.3 | 40.00% | -14.17% | -6.67% | -2.50% | 1.03% | 11:09 | 03:41 | 08:57 | 11:34 | 13:00 | 21:00 | 04:03 | 03:00 |
 | Octarine Core | 3 | 2.52% | 74.6 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 37:42 | 31:41 | 31:41 | 39:53 | 41:33 | 41:33 | 09:52 | 07:18 |
 | Wraith Pact | 3 | 2.52% | 72.9 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 34:32 | 31:41 | 31:41 | 33:13 | 38:43 | 38:43 | 07:02 | 05:12 |
 | Arcane Boots | 35 | 29.41% | 71.2 | 45.71% | +4.04% | -1.27% | +9.85% | 1.25% | 17:58 | 07:15 | 11:45 | 13:44 | 20:38 | 52:16 | 08:53 | 06:34 |
 | Buckler | 7 | 5.88% | 69.5 | 71.43% | +30.36% | -21.43% | -21.43% | 0.00% | 26:24 | 02:10 | 14:58 | 22:32 | 30:32 | 1:02:55 | 15:34 | 11:31 |
 | Glimmer Cape | 22 | 18.49% | 67.8 | 50.00% | +8.76% | +33.33% | +10.00% | -2.01% | 25:37 | 17:06 | 19:26 | 21:57 | 31:01 | 40:03 | 11:35 | 08:34 |
 | Chainmail | 13 | 10.92% | 66.1 | 53.85% | +12.34% | +46.15% | -53.85% | -8.88% | 23:51 | 14:45 | 16:24 | 21:35 | 27:40 | 54:54 | 11:16 | 08:20 |
 | Veil of Discord | 19 | 15.97% | 64.4 | 47.37% | +5.37% | +12.63% | +12.63% | 0.00% | 18:34 | 13:28 | 15:34 | 16:31 | 20:05 | 28:58 | 04:31 | 03:20 |
 | Wraith Band | 6 | 5.04% | 62.7 | 66.67% | +25.08% | +33.33% | -66.67% | 0.00% | 12:43 | -01:29 | -01:29 | 05:44 | 26:01 | 34:53 | 27:30 | 20:22 |
 | Solar Crest | 6 | 5.04% | 61.0 | 66.67% | +25.08% | +33.33% | -66.67% | 0.00% | 30:42 | 24:39 | 24:45 | 25:38 | 27:55 | 54:56 | 03:10 | 02:20 |
 | Blight Stone | 9 | 7.56% | 59.3 | 55.56% | +13.74% | +44.44% | -55.56% | -16.13% | 25:09 | 16:18 | 16:52 | 21:57 | 23:04 | 54:54 | 06:12 | 04:35 |
 | Medallion of Courage | 9 | 7.56% | 57.6 | 55.56% | +13.74% | +44.44% | -55.56% | -13.45% | 25:21 | 16:18 | 16:52 | 21:58 | 24:18 | 54:54 | 07:26 | 05:30 |
 | Tranquil Boots | 36 | 30.25% | 55.9 | 36.11% | -9.67% | +8.33% | +19.45% | 1.00% | 20:30 | 09:25 | 12:13 | 16:02 | 23:18 | 60:06 | 11:05 | 08:12 |
 | Ring of Basilius | 29 | 24.37% | 54.2 | 37.93% | -6.51% | +4.93% | -9.36% | -2.00% | 13:45 | 01:30 | 07:41 | 12:13 | 14:49 | 1:02:55 | 07:08 | 05:17 |
 | Morbid Mask | 4 | 3.36% | 52.5 | 75.00% | +33.26% | +25.00% | -75.00% | 0.00% | 37:33 | 25:08 | 25:08 | 30:32 | 31:37 | 1:02:55 | 06:29 | 04:48 |
 | Vladmir's Offering | 4 | 3.36% | 50.8 | 75.00% | +33.26% | +25.00% | -75.00% | 0.00% | 37:57 | 25:43 | 25:43 | 31:08 | 32:00 | 1:02:55 | 06:17 | 04:39 |
 | Quelling Blade | 4 | 3.36% | 49.2 | 75.00% | +33.26% | +25.00% | +25.00% | 0.00% | 17:52 | 07:49 | 07:49 | 12:20 | 18:47 | 32:32 | 10:58 | 08:07 |
 | Boots of Bearing | 2 | 1.68% | 47.5 | 100.00% | +58.12% | 0.00% | 0.00% | 0.00% | 41:07 | 35:53 | 35:53 | 46:21 | 46:21 | 46:21 | 10:28 | 07:45 |
 | Aeon Disk | 7 | 5.88% | 45.8 | 57.14% | +15.18% | -57.14% | +42.86% | 4.41% | 42:24 | 22:27 | 27:52 | 46:12 | 50:32 | 54:27 | 22:40 | 16:47 |
 | Null Talisman | 9 | 7.56% | 44.1 | 44.44% | +1.71% | +55.56% | -44.44% | -10.40% | 07:28 | 02:14 | 03:02 | 05:03 | 12:39 | 15:27 | 09:37 | 07:07 |
 | Headdress | 3 | 2.52% | 42.4 | 66.67% | +24.43% | +33.33% | 0.00% | 0.00% | 25:58 | 16:26 | 16:26 | 27:39 | 33:48 | 33:48 | 17:22 | 12:51 |
 | Urn of Shadows | 3 | 2.52% | 40.7 | 66.67% | +24.43% | +33.33% | 0.00% | 0.00% | 14:51 | 11:41 | 11:41 | 13:26 | 19:26 | 19:26 | 07:45 | 05:44 |
 | Lotus Orb | 4 | 3.36% | 39.0 | 50.00% | +7.39% | +50.00% | +50.00% | 0.00% | 37:30 | 29:01 | 29:01 | 39:21 | 40:14 | 41:23 | 11:13 | 08:18 |
 | Witch Blade | 1 | 0.84% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:16 | 19:16 | 19:16 | 19:16 | 19:16 | 19:16 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.84% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.84% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.84% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.84% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:21 | 1:06:21 | 1:06:21 | 1:06:21 | 1:06:21 | 1:06:21 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.84% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.84% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.84% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:31 | 18:31 | 18:31 | 18:31 | 18:31 | 18:31 | 00:00 | 00:00 |
 | Aghanim's Scepter | 6 | 5.04% | 23.7 | 33.33% | -10.03% | +16.67% | -33.33% | 0.00% | 40:06 | 23:05 | 30:33 | 32:17 | 43:17 | 1:13:35 | 12:44 | 09:25 |
 | Dragon Lance | 7 | 5.88% | 22.0 | 28.57% | -15.18% | -28.57% | +21.43% | 5.74% | 30:14 | 22:32 | 24:17 | 31:27 | 33:00 | 39:12 | 08:43 | 06:27 |
 | Aghanim's Shard | 7 | 5.88% | 20.3 | 28.57% | -15.18% | +21.43% | -28.57% | -4.01% | 30:03 | 18:14 | 21:17 | 28:15 | 33:45 | 43:38 | 12:28 | 09:14 |
 | Bracer | 8 | 6.72% | 18.6 | 25.00% | -19.14% | +25.00% | -25.00% | -10.03% | 14:18 | 10:18 | 10:58 | 12:41 | 15:57 | 19:14 | 04:59 | 03:41 |
 | Mekansm | 2 | 1.68% | 16.9 | 50.00% | +7.26% | +50.00% | 0.00% | 0.00% | 23:14 | 18:48 | 18:48 | 27:40 | 27:40 | 27:40 | 08:52 | 06:34 |
 | Scythe of Vyse | 2 | 1.68% | 15.3 | 50.00% | +7.26% | -50.00% | 0.00% | 0.00% | 54:11 | 46:46 | 46:46 | 1:01:35 | 1:01:35 | 1:01:35 | 14:49 | 10:58 |
 | Blink Dagger | 4 | 3.36% | 13.6 | 25.00% | -18.48% | -25.00% | +75.00% | 0.00% | 33:26 | 28:28 | 28:28 | 30:37 | 32:24 | 42:13 | 03:56 | 02:54 |
 | Hurricane Pike | 6 | 5.04% | 11.9 | 16.67% | -27.58% | -16.67% | +83.33% | 0.00% | 31:17 | 24:26 | 25:31 | 26:47 | 37:37 | 39:43 | 12:06 | 08:57 |
 | Aghanim's Blessing | 1 | 0.84% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:47 | 1:16:47 | 1:16:47 | 1:16:47 | 1:16:47 | 1:16:47 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.84% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.84% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:54 | 56:54 | 56:54 | 56:54 | 56:54 | 56:54 | 00:00 | 00:00 |
 | Bottle | 2 | 1.68% | 5.1 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 01:52 | 01:31 | 01:31 | 02:13 | 02:13 | 02:13 | 00:42 | 00:31 |
 | Javelin | 1 | 0.84% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Black King Bar | 2 | 1.68% | 1.7 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 28:59 | 23:44 | 23:44 | 34:14 | 34:14 | 34:14 | 10:30 | 07:46 |